Weak Convexity and Proximal Bundle Methods for Nonsmooth Policy Optimization in Robust Control

Yuto Watanabe, Feng-Yi Liao, Yang Zheng

We study policy optimization for discrete-time robust ${\mathcal{H}}_{\infty }$ control with static output-feedback, and present the first feasibility-preserving algorithm with a determ…